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Description

Abstract:

This is the best deep learning tutorial requiring no prior knowledge. First, we cover the background and fundamentals to understand deep learning. We explain how deep learning relates to artificial intelligence (AI). Next, we discuss how understanding and preventing churn is important to both small and large businesses to maintain and grow revenue. Startups, especially those involved with web- and subscription-based services, should be attentive and analytical with their customer base. We will describe both unsupervised and supervised machine learning methods that address customer churn. Along with the fact that completely open-sourced software was used, entrepreneurs from all areas of expertise will benefit from this talk. A detailed article on this topic is available at http://arxiv.org/abs/1604.05377

Bio: Art Wangperawong is an American-born Chinese with roots from Thailand. Currently at a stealth-mode startup, he has worked in various industries including energy, medicine, telecommunications, finance, semiconductors, IT and education. He has given lectures in the US and Asia and enjoys studying languages such as Thai, Korean, Mandarin, Cantonese and Teochew. Art studied at Stanford University, where he obtained a B.S. in Mechanical Engineering as well as an M.S. and a Ph.D. in Electrical Engineering. http://artitw.weebly.com/